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Sajjad Taghiyeh

Works (3)

Updated: October 26th, 2024 05:02

2024 journal article

Developing hybrid machine learning models to assign health score to railcar fleets for optimal decision making

Expert Systems with Applications, 250, 123931.

By: M. Ejlali*, E. Arian *, S. Taghiyeh n, K. Chambers*, A. Sadeghi n, E. Taghiye*, D. Cakdi*, R. Handfield n 

author keywords: Expert system; Predictive maintenance; Railcar maintenance; Machine learning; Maintenance health score
topics (OpenAlex): Railway Engineering and Dynamics; Reliability and Maintenance Optimization; Electrical Contact Performance and Analysis
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: April 15, 2024

2024 journal article

Optimization of testing protocols to screen for COVID-19: a multi-objective model

Health Care Management Science, 27(4), 580–603.

By: H. Moheb-Alizadeh  n, D. Warsing n , R. Kouri n, S. Taghiyeh n & R. Handfield n 

author keywords: OR in health services; Multiple objective programming; Simulated annealing; COVID-19; SEIR model
topics (OpenAlex): SARS-CoV-2 detection and testing; SARS-CoV-2 and COVID-19 Research; COVID-19 diagnosis using AI
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: October 15, 2024

2021 journal article

Loss rate forecasting framework based on macroeconomic changes: Application to US credit card industry

Expert Systems with Applications, 165, 113954.

By: S. Taghiyeh n, D. Lengacher* & R. Handfield n 

Contributors: S. Taghiyeh n, D. Lengacher* & R. Handfield n 

author keywords: Expert system; Time series forecasting; Loss forecasting; Macroeconomic indicators; Financial industry
topics (OpenAlex): Stock Market Forecasting Methods; Financial Distress and Bankruptcy Prediction; Energy Load and Power Forecasting
TL;DR: The proposed expert system gives a holistic view of the economy to the practitioners in the credit card industry and helps them to see the impact of different macroeconomic conditions on their future loss. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID, Crossref
Added: January 19, 2021

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